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Reviewers' comments:


Reviewer #1: The author's are to be commended for tackling a difficult and timely subject. However, I am afraid that I have a number of issues with the work and the way it has been presented.  For example, the introduction section is too brief and although it mentions a number of other similar studies it does not discuss the relative benefits/disadvantages of these.  More importantly it does not address the fundamental question of how the current approach is better than that which already exists.  In addition, the first seven references are written in Chinese and as such will not be acceptable to the majority of readers.  While I have no problem with the authors quoting their previous work I feel that seven examples are somewhat excessive.  In addition and perhaps more importantly a number of key references have also been missed, e.g. Delaunay et al. (2006) and Ding et al. (2008).

·­Ò룺¶Ô×÷ÕßËùÑо¿µÄÕâ¸öÀ§ÄѶø¼°Ê±µÄ¿ÎÌâ±íʾ¿Ï¶¨¡£µ«ÊÇÎÒÌá³öÈçÏÂÎÊÌ⣺ժҪ¹ýÓÚ¼òµ¥£¬Ã»ÓбȽÏÌáµ½ÎÄÏ×µÄÓÅȱµã£¬Ìá³ö·½·¨µÄÓÅÊÆÔÚÄÄÀ´ËÍâ£¬Ç°Ãæ7ƪ²Î¿¼ÎÄÏ×¾ùÊÇÖÐÎÄ£¬Ðí¶à¶ÁÕß¶ÔÕâ»á½éÒâµÄ¡£ÎÒËäÈ»²»½éÒâ×÷ÕßÒýÓÃ֮ǰµÄ¹¤×÷»ù´¡£¬µ«ÊÇÎÒ¾õµÃ»¹ÊÇÓеã¶à£¬ÕâÑùºÜÈÝÒ×ÒÅʧÆäËû¸ü¼ÓÖØÒªµÄ²Î¿¼ÎÄÏ×£ºÈçe.g. Delaunay et al. (2006) and Ding et al. (2008).

Section 2 outlines the warning system.  In my view this section is also too brief and would benefit from a more in depth discussion of local features which may or may not influence the wind speed.  For example, what is the surrounding terrain near the anemometers?  What height are the anemometers positioned at and what is their sampling resolution?  Section 2.2 outlines the requirements of the system but no background information has been provided.  For example, why is a 1 minute forecast acceptable and how does this relate to train speed/anemometer separation etc?

·­Ò룺¹ØÓÚÔ¤¾¯ÏµÍ³£¬ÎÒ¸öÈËÈÏΪÈÔÈ»ÃèÊöµÄ¹ýÓÚ¼òµ¥£¬×îºÃÄܹ»½øÒ»²½ÉîÈëÌÖÂÛ¿ÉÄÜÓ°Ïì·çËٵĵ±µØµØÃ²Çé¿ö¡£ÀýÈ磬·çËÙ¼ÆÖÜΧµÄµØÐΣ¿·çËټư²×°µÄλÖã¿ÒÔ¼°¶ÔÓ¦µÄ²ÉÓ÷½°¸£¿µÚ2.2½ÚËäÈ»Ìá³öÁËÔ¤²âÒªÇóÖ¸±ê£¬µ«ÊÇûÓнøÒ»²½ËµÃ÷ÆäÌá³öµÄ±³¾°ÐÅÏ¢¡£ÀýÈ磬ΪʲôÓг¬Ç°1·ÖÖÓÔ¤²â£¿ËûÃǸú³µËÙ¼°Ðгµ°²È«ÓÐʲô¹ØÏµ£¿

Section 3 considers the actual wind speed forecast.  Why are the authors only concerned with wind speed and not the stream wise and lateral velocity components?  Why is the data from the 51st - 220th wind speeds used to build the forecast?  The discussion relating to AR vs. ARMA vs. ARIMA does satisfactory address the issue of why a ARIMA (7,1,0) model was chosen.  Importantly no consideration appears to have been given as to whether the predicted wind speeds have the appropriate spectral form or whether the predicted wind speeds at different locations are appropriately correlated.
The conclusions could be expanded significantly if more work has been undertaken. I would advise the authors to resubmit the paper only after the proposed future work has been taken into account.

·­Ò룺¹ØÓÚʵ¼Ê·çËÙÔ¤²â¡£ÎªÊ²Ã´×÷Õß½ö½öÊǹØÐÄ·çËÙ£¬¶ø²»¹ØÐÄ·çËÙµÄÁ÷ÏòºÍ²àÏò·ÖÁ¿ÄØ£¿ Ϊʲô½¨Ä£Êý¾ÝÈ¡51st-220thÕâ¶ÎÑù±¾£¿ÎÄÕÂÉæ¼°AR/MA/ARMA/ARIMAÄ£ÐÍ£¬µ«ÊÇûÓÐÁîÈËÂúÒâµÄ½âÊÍΪʲôѡÔñARIMA(7,1,0)? ×îÖØÒªµÄÊÇ£¬×÷ÕßûÓп¼ÂÇÔ¤²â·çËÙµÄÊÊÓÃÇø¼ä»òÊÇ˵Ԥ²â·çËÙÓ벻ͬ²â·çµã»òÊÇ¼à¿ØµãÖ®¼äµÄ¹ØÏµ¡£´ËÍ⣬×÷ÕߵĽáÂÛ¿ÉÒÔ¸ù¾ÝÀúÊ·Ñо¿½á¹û½øÒ»²½À©Õ¹¡£ÎÒ¸öÈ˽¨Òé×÷ÕßÍê³ÉÉÏÊöÌá³öµÄÎÊÌâºóÖØÐÂͶ¸å¡£

References quoted:
Ding, Y, Sterling, M and Baker, C. J. (2008).An alternative approach to modelling train stability in high cross winds. Proceedings of the Institute of mechanical Engineers Part F: Journal of Rail and Rapid Transport. Volume 222, Number 1, 85-97.
Delaunay, D., Baker, C. J. Cheli, F, Morvan, H, Beger, L., Casazza, M, Gomez, C, Cleac'j C.Le., Saffel, R, Gregoire, R and Vinuales, A (2006) Development of wind alarm systems for road and rail vehicles: Presentation of the WEATHER project. SIRWEC 13th International Road Weather Conference, Toriono (Italy).

·­Ò룺ר¼ÒÌá³öµÄÏà¹Ø²Î¿¼ÎÄÏס£

Reviewer #2: Comments to Authors:
1.    The paper deals with anemological data collected along the Qinghai-Tibet railway line. Anemological data are used to derive a forecast model, but in the paper there is no explanation concerning the instrumentation nor the sampling rate of data. Which is the sampling rate of raw data? Raw data has been averaged? Collected wind speed have to be intended as mean value? In this case, on which time span? A clear explanation is necessary.
·­Ò룺ÎÄÕÂÊÇÑо¿ÈçºÎ¶ÔÇà²ØÌúÂ·ÑØÏßʵ²âÆøÏóÊý¾Ý½¨Á¢Ô¤²âÄ£ÐÍÒÔ±£ÕÏÐгµµÄÎÊÌâ¡£µ«ÊÇÎÄÕÂûÓнéÉÜËùÑ¡ÓõIJâÊÔϵͳ£¨ÒÇÆ÷£©ÒÔ¼°¶ÔÓڵIJÉÑùƵÂʵÈÉèÖá£Ô­ÈçʼÊý¾ÝµÄ²ÉÑùƵÂÊÊǶàÉÙ£¿Ô­Ê¼Êý¾ÝÊÇ·ñ¾­¹ýƽ¾ù»¯´¦Àí£¿Êµ²âÊý¾ÝÊÇ·ñ²»µÃ²»¾­¹ýƽ¾ù»¯´¦Àí£¿´¦ÀíµÄʱ¼ä³¤¶È£¿ÕâЩÎÊÌâ¶¼±ØÐëÇå³þµØ½»´ú¡£

2.    The data is analysed by means of a time-series approach based on Box-Jenkins model, but the explanations about the derivation of the method are not detailed. The forecast of wind speed is carried out 1, 3 and 5 minutes ahead, but there's no indication concerning the number of steps corresponding to such time intervals.
·­Ò룺Êý¾Ý½¨Ä£·½·¨ÊÇʹÓÃʱ¼äÐòÁзÖÎöÀíÂÛÖеÄÕ²½ð˹½¨Ä£·½°¸£¬µ«ÊÇȱÉÙ¶ÔÕâÖÖ½¨Ä£·½·¨µÄÏêϸÃèÊö¡£Ô¤²âÊÇÕë¶Ô³¬Ç°1¡¢3¡¢5·ÖÖÓ½øÐе쬵«ÊÇûÓнøÒ»²½Ö¸³ö²ÉÓÃÊý¾ÝµÄ´¦Àí¼ä¸ôÒÔ¼°³¬Ç°Ô¤²âµÄ²½Êý¡£

3.    ARIMA(7,1,0) model is initially chosen to forecast wind speeds 1, 3 and 5 minutes ahead, and for all the meteorological station. It is stated that the model is calibrated on the data of the "27th meteorological station" (page 2-3), and that the model is requested to have an accuracy such that the mean absolute percentage error is less than given thresholds. The estimation of the error with the ARIMA(7,1,0) model (Table 1) is based to a whole time series of a single anemometer? It refers to a single anemological station (station 27?) or is the averaged value from different stations? This is not clear. The same considerations can be applied to Table 2. Moreover, the mean percentage error is not a clear estimator of the goodness of the forecast, since underestimations and overestimations of the actual values tend to cancel each other. The RMSE is a better estimator, but since it is dimensional it should be referred to velocity ranges. Percentage error (mean value and
confidence bounds, as standard deviation) is preferable.
·­Ò룺×÷ÕßÌáµ½Ëù¼ûµÄÄ£ÐÍARIMA(7,1,0)½«ÔËÓõ½È«²¿²â·çÕ¾Ô¤²â£¬²¢ÇÒÔ¤²â¾«¶È±ØÐëÂú×ãÃż÷ÒªÇó¡£ÄÇôÓÐÈçÏÂÒÉÎÊ£ºÄ£Ð͵ľ«¶ÈÆÀ¼ÛÊǽö½öʹÓÃ27ºÅ²á·âÕ¾µÄÈ«²¿Ñù±¾Êý¾Ý£¬»¹ÊÇÈ«²¿²â·çÕ¾Ñù±¾Êý¾ÝµÄƽ¾ù´¦ÀíºóµÄÑù±¾£¿Õâ¸öÎÊÌâûÓн»´úÇå³þ¡£´ËÍ⣬°Ù·Ö±ÈÎó²îÖ¸±ê²»ÊÇÒ»¸öÇå³þµÄ¿¼ºË¾«¶ÈÖ¸±ê£¬ÒòΪǷԤ²âºÍ¹ýÔ¤²â¾«¶ÈÈÝÒ×Ï໥µÖÏû¡£¶øRMSEÖ¸±ê¸ü¼ÓÀíÏ룬µ«ÊÇÆäÉæ¼°ËÙ¶È·¶Î§£¬²»ºÃ¼ÆËã¡£Òò´Ë£¬Æ½¾ùÖµ¼ÓÉÏÖÃÐÅÇø¼äµÄÎó²îÖ¸±ê¸ü¼ÓÊÜ»¶Ó­¡£

4.    Since strong winds are responsible of safety issues, a clear indication of the error in the estimation of strong events could be a clear indicator of the performance of the model. Moreover, a comparison of the performance of adopted models with a persistent model could be helpful to understand the effective performance: the errors of the proposed model are smaller or larger than those of a persistent one?
·­Ò룺ǿ·ç½«Ó°ÏìÁгµÐгµ°²È«£¬Òò´ËÄ£Ð͵ÄÔ¤²âÐÔÄÜÊÇÇ¿·çÆÀ¼Û¿¼ºËµÄÖØÒªÒòËØ¡£½¨Ò齫²ÉÓÃÄ£ÐͺÍÏÖÓÐÄ£Ð͵ÄÔ¤²âÐÔÄܽøÐнøÒ»²½±È½Ï·ÖÎö£¬¿´µ½µ×²ÉÓÃÄ£Ð͵ÄÎó²î±ÈÏÖÓÐÄ£ÐÍ´ó»¹ÊÇС?

5.    Equation 4 does not correspond to a percentage value.
6.    The so called "modified method" seems to be based on the ARIMA(7,1,0) that updates the estimation of the model parameter based on forecasted value. In this case, it should not be intended as an effective "improvement" of the method, but a recursive estimation algorithm.
·­Ò룺×÷Õß½«Ìá³öµÄ·½·¨ÃüÃûΪ¸Ä½øËã·¨£¬Êµ¼ÊÉÏÊÇ»ùÓÚÄ£ÐͲÎÊý¹À¼ÆµÄʵʱˢС£ÎÒ¸öÈËÈÏΪÕâÓ¦¸Ã³ÆÎªµü´úÓÅ»¯Ëã·¨¸ü¼ÓºÏÊÊ¡£

7.    Figures 6-10 show real time wind speeds and forecasted values. The predicted time series' seem to be similar to the actual values, but shifted in time. The time shifting increases as the forecast horizon increases, and in this case the similarity of actual and forecasted time series decreases. Do the authors have any explanation for this phenomenon?
·­Ò룺ÎÄÕÂͼ6-10Ö¸³ö£¬Ô¤²â·çËÙÓëʵ²â·çËÙ½ÏΪ½Ó½ü£¬µ«ÊÇ´æÔÚÃ÷ÏÔµÄÔ¤²âÑÓʱÏÖÏó¡£ÑÓʱÖ÷Òª³öÏÖÔÚ·çËÙ½×Ô¾µã£¬ÕâÖÖÏÖÏ󽫽µµÍ·çËÙÔ¤²â¾«¶È£¬×÷ÕßÄܶÔÕâ¸öÏÖÏó½øÐнâÊÍÂð£¿

8.    References 11 and 12 are not cited within the text. The style used for references is not uniform and need to be revised. The inclusion of references to articles and book related to Box-Jenkins model and its applications to wind forecast is strongly suggested.
9.    There are many grammar and spelling errors: the text need to be revised carefully.
10.    The text style (e.g. indentation) is not uniform.
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